Design of recommender systems
The document discusses the evolution of recommender systems from 2001 to 2006 and design strategies for improving user experience. It notes that early systems focused on predicting items like movies or music a user may like, while newer social systems in 2006 helped users find information by facilitating social connections using tags and user-generated content. Key recommendations include making s
What Is a Good Recommendation Algorithm? – Communications of the ACM
Netflix is offering one million dollars for a better recommendation engine. Better recommendations clearly are worth a lot. But what are better recommendations? What do we mean by better? In the Netflix Prize, the meaning of better is quite specific. It is the root mean squared error (RMSE) between the actual ratings Netflix customers gave the movies and the predictions of the algorithm. Let’s
Recommender system - Wikipedia
A recommender system, or a recommendation system (sometimes replacing system with terms such as platform, engine, or algorithm), is a subclass of information filtering system that provides suggestions for items that are most pertinent to a particular user.[1][2][3] Recommender systems are particularly useful when an individual needs to choose an item from a potentially overwhelming number of items
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https://jp.techcrunch.com/2011/06/08/20110607cleversenses-seymour-will-take-a-different-approach-to-local-recommendations/
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